基于3D VNetTrans的膝关节滑膜磁共振图像自动分割
王颖珊,邓奥琦,毛瑾玲,朱中旗,石洁,杨光,马伟伟,路青,汪红志

Automatic Segmentation of Knee Joint Synovial Magnetic Resonance Images Based on 3D VNetTrans
Ying-shan WANG,Ao-qi DENG,Jin-ling MAO,Zhong-qi ZHU,Jie SHI,Guang YANG,Wei-wei MA,Qing LU,Hong-zhi WANG
表1 2D和3D分割效果对比
Table 1 2D and 3D segmentation effect comparison
模型卷积核维度DiceHD/mm
UNet2D0.648989.8
VNet2D0.664052.5
UNet3D0.652872.2
VNet3D0.674934.6